• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
20002021

Research activity per year

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  • 2020

    Evaluating theory of mind in question answering

    Nematzadeh, A., Burns, K., Grant, E., Gopnik, A. & Griffiths, T. L., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2392-2400 9 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • The efficiency of human cognition reflects planned information processing

    Ho, M. K., Abel, D., Cohen, J. D., Littman, M. L. & Griffiths, T. L., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 1300-1307 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2019

    Cognitive model priors for predicting human decisions

    Bourgin, D. D., Peterson, J. C., Reichman, D., Russell, S. J. & Griffiths, T. L., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 8984-8992 9 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Human uncertainty makes classification more robust

    Peterson, J., Battleday, R., Griffiths, T. & Russakovsky, O., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 9616-9625 10 p. 9010969. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2018

    Investigating Human Priors for Playing Video Games

    Dubey, R., Agrawal, P., Pathak, D., Griffiths, T. L. & Efros, A. A., 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 2160-2168 9 p. (35th International Conference on Machine Learning, ICML 2018; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Learning to select computations

    Callaway, F., Gul, S., Krueger, P., Griffiths, T. L. & Lieder, F., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Silva, R., Globerson, A. & Globerson, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 776-785 10 p. (34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2017

    Adapting deep network features to capture psychological representations: An abridged report

    Peterson, J. C., Abbott, J. T. & Griffiths, T. L., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4934-4938 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    6 Scopus citations
  • 2016

    Goal inference improves objective and perceived performance in human-robot collaboration

    Liu, C., Hamrick, J. B., Fisac, J. F., Dragan, A. D., Hedrick, J. K., Sastry, S. S. & Griffiths, T. L., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 940-948 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • 2015

    Interpreting freeform equation solving

    Rafferty, A. N. & Griffiths, T. L., 2015, Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. Conati, C., Heffernan, N., Mitrovic, A. & Felisa Verdejo, M. (eds.). Springer Verlag, p. 387-397 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2012

    Burn-in, bias, and the rationality of anchoring

    Lieder, F., Griffiths, T. L. & Goodman, N. D., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2690-2698 9 p. (Advances in Neural Information Processing Systems; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    28 Scopus citations
  • Human memory search as a random walk in a semantic network

    Abbott, J. T., Austerweil, J. L. & Griffiths, T. L., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 3041-3049 9 p. (Advances in Neural Information Processing Systems; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    19 Scopus citations
  • Inferring learners’ knowledge from observed actions

    Rafferty, A. N., LaMar, M. M. & Griffiths, T. L., 2012, Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012. Yacef, K., Zaiane, O. R., Hershkovitz, A. & Yudelson, M. (eds.). www.educationaldatamining.org, (Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Inferring learners’ knowledge from observed actions

    Rafferty, A. N., LaMar, M. M. & Griffiths, T. L., Jan 1 2012, Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012. Yacef, K., Zaiane, O. R., Hershkovitz, A. & Yudelson, M. (eds.). www.educationaldatamining.org, (Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2011

    An ideal observer model for identifying the reference frame of objects

    Austerweil, J. L., Friesen, A. L. & Griffiths, T. L., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • A nonparametric Bayesian model of multi-level category learning

    Canini, K. R. & Griffiths, T. L., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 307-312 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • A rational model of causal induction with continuous causes

    Pacer, M. D. & Griffiths, T. L., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Faster teaching by POMDP planning

    Rafferty, A. N., Brunskill, E., Griffiths, T. L. & Shafto, P., 2011, Artificial Intelligence in Education - 15th International Conference, AIED 2011. p. 280-287 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6738 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    38 Scopus citations
  • Testing a Bayesian measure of representativeness using a large image database

    Abbott, J. T., Heller, K. A., Ghahramani, Z. & Griffiths, T. L., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • 2010

    Learning invariant features using the Transformed Indian Buffet Process

    Austerweil, J. L. & Griffiths, T. L., Dec 1 2010, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. (Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Modeling transfer learning in human categorization with the hierarchical Dirichlet process

    Canini, K. R., Shashkov, M. M. & Griffiths, T. L., Sep 17 2010, ICML 2010 - Proceedings, 27th International Conference on Machine Learning. p. 151-158 8 p. (ICML 2010 - Proceedings, 27th International Conference on Machine Learning).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    18 Scopus citations
  • 2009

    Analyzing human feature learning as nonparametric Bayesian inference

    Austerweil, J. L. & Griffiths, T. L., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 97-104 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    14 Scopus citations
  • A probabilistic approach to language change

    Bouchard-Côté, A., Liang, P., Griffiths, T. L. & Klein, D., Dec 1 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • A rational model of preference learning and choice prediction by children

    Lucas, C. G., Griffiths, T. L., Xu, F. & Fawcett, C., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 985-992 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    21 Scopus citations
  • Differential use of implicit negative evidence in generative and discriminative language learning

    Hsu, A. S. & Griffiths, T. L., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 754-762 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    13 Scopus citations
  • How memory biases affect information transmission: A rational analysis of serial reproduction

    Xu, J. & Griffiths, T. L., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 1809-1816 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Improved reconstruction of protolanguage word forms

    Bouchard-Côté, A., Griffiths, T. L. & Klein, D., 2009, NAACL HLT 2009 - Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 65-73 9 p. (NAACL HLT 2009 - Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    15 Scopus citations
  • Markov chain Monte Carlo with people

    Sanborn, A. N. & Griffiths, T. L., Dec 1 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Modeling human function learning with Gaussian processes

    Griffiths, T. L., Lucas, C. G., Williams, J. J. & Kalish, M. L., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 553-560 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    28 Scopus citations
  • Modeling the effects of memory on human online sentence processing with particle filters

    Levy, R., Reali, F. & Griffiths, T. L., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 937-944 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    51 Scopus citations
  • Neural implementation of hierarchical Bayesian inference by importance sampling

    Shi, L. & Griffiths, T. L., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1669-1677 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    47 Scopus citations
  • Nonparametric latent feature models for link prediction

    Miller, K. T., Griffiths, T. L. & Jordan, M. I., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1276-1284 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    262 Scopus citations
  • 2008

    The phylogenetic Indian buffet process: A non-exchangeable nonparametric prior for latent features

    Miller, K. T., Griffiths, T. L. & Jordan, M. I., 2008, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008. p. 403-407 5 p. (Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    22 Scopus citations
  • 2007

    Adaptor grammars: A framework for specifying compositional nonparametric Bayesian models

    Johnson, M., Griffiths, T. L. & Goldwater, S., Dec 1 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 641-648 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    111 Scopus citations
  • A fully Bayesian approach to unsupervised part-of-speech tagging

    Goldwater, S. & Griffiths, T. L., Dec 1 2007, ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics. p. 744-751 8 p. (ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    195 Scopus citations
  • A nonparametric Bayesian method for inferring features from similarity judgments

    Navarro, D. J. & Griffiths, T. L., Dec 1 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 1033-1040 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Particle filtering for nonparametric Bayesian matrix factorization

    Wood, F. & Griffiths, T. L., Dec 1 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 1513-1520 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    28 Scopus citations
  • 2006

    A non-parametric Bayesian method for inferring hidden causes

    Wood, F., Griffiths, T. L. & Ghahramani, Z., 2006, Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence, UAI 2006. p. 536-543 8 p. (Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence, UAI 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    53 Scopus citations
  • Contextual dependencies in unsupervised word segmentation

    Goldwater, S., Griffiths, T. L. & Johnson, M., 2006, COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 673-680 8 p. (COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    116 Scopus citations
  • Learning systems of concepts with an infinite relational model

    Kemp, C., Tenenbaum, J. B., Griffiths, T. L., Yamada, T. & Ueda, N., Nov 13 2006, Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. p. 381-388 8 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    300 Scopus citations
  • Structured priors for structure learning

    Mansinghka, V. K., Kemp, C., Tenenbaum, J. B. & Griffiths, T. L., Dec 1 2006, Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence, UAI 2006. p. 324-331 8 p. (Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence, UAI 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    29 Scopus citations
  • Unsupervised topic modelling for multi-party spoken discourse

    Purver, M., Körding, K. P., Griffiths, T. L. & Tenenbaum, J. B., 2006, COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 17-24 8 p. (COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    85 Scopus citations
  • 2005

    Infinite latent feature models and the Indian buffet process

    Griffiths, T. L. & Ghahramani, Z., Dec 1 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 475-482 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    303 Scopus citations
  • Integrating topics and syntax

    Griffiths, T. L., Steyvers, M., Blei, D. M. & Tenenbaum, J. B., Jan 1 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    234 Scopus citations
  • Interpolating between types and tokens by estimating power-law generators

    Goldwater, S., Griffiths, T. L. & Johnson, M., Dec 1 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 459-466 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    67 Scopus citations
  • Parametric embedding for class visualization

    Iwata, T., Saito, K., Ueda, N., Stromsten, S., Griffiths, T. L. & Tenenbaum, J. B., Jan 1 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    15 Scopus citations
  • 2004

    From algorithmic to subjective randomness

    Griffiths, T. L. & Tenenbaum, J. B., Jan 1 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • Hierarchical topic models and the nested Chinese restaurant process

    Blei, D. M., Griffiths, T. L., Jordan, M. I. & Tenenbaum, J. B., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    380 Scopus citations
  • Probabilistic author-topic models for information discovery

    Steyvers, M., Smyth, P., Rosen-Zvi, M. & Griffiths, T., Jan 1 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 306-315 10 p. (KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    431 Scopus citations
  • Semi-supervised learning with trees

    Kemp, C., Griffiths, T. L., Stromsten, S. & Tenenbaum, J. B., Jan 1 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    24 Scopus citations
  • 2003

    Dynamical causal learning

    Danks, D., Griffiths, T. L. & Tenenbaum, J. B., 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    31 Scopus citations